Since joining AstraZeneca in 2007 I have held a number of diverse roles focused on driving the application of data science, advanced analytics and related approaches to unlock the full potential of data –transforming the way medicines are discovered and developed and making a difference to patients’ lives.

As a senior data science leader, I am focused on setting strategy and direction for data science and AI within R&D. I’m passionate 关于 bringing out the best in our people and helping them to seize the opportunity to develop their careers doing something challenging and meaningful.

A p文章 physicist by training, I spent my early career as an academic researcher before becoming a scientific software engineer consulting across a range of different industries, including the life sciences.

I am an Honorary Reader in Computer Science at the University of Manchester and Vice-Chair of the Data Science Section at the Royal Statistical Society. I have contributed to and published in a number of diverse fields such as data visualisation, cryptography, text mining, machine learning and health data science.
 

What made me choose AstraZeneca – and what remains exciting to me over a decade later – is the opportunity to take the skills I have acquired as a data scientist and use them to develop medicines to make a real difference to patients’ lives.

Jim Weatherall Vice President, Data Science & AI, R&D

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Efficient feature selection using shrinkage estimators.金沙官网手机网址

Sechidis K, Azzimonti L, & Pocock A et al. Machine Learning. 2019. 1-26. https://rd.springer.com/文章/10.1007/s10994-019-05795-1

Distinguishing prognostic and predictive biomarkers: an information theoretic approach.金沙官网手机网址

Sechidis K, Papangelou K, Metcalfe P et al. Bioinformatics. 2018. 34(19): 3365–3376 https://academic.oup.com/bio资讯rmatics/文章/34/19/3365/4991984

It’s a long shot, but it just might work! Perspectives on the future of medicine.金沙官网手机网址

Wicks P, Hotopf M, Narayan V et al. BMC Medicine. 2016. 14: 176 https://bmcmedicine.biomedcentral.com/文章s/10.1186/s12916-016-0727-y

Structured exploration of clinical trials data - finding the middle way.金沙官网手机网址

Weatherall J. Trials. 2015 16; 152. https://www.ncbi.nlm.nih.gov/pmc/文章s/PMC4660086/

Taming EHR data: Using Semantic Similarity to reduce Dimensionality.金沙官网手机网址

Kalankesh L, Weatherall J, Dhafari B et al. Studies in health technology and informatics. 2013. 192; 52-6. https://www.ncbi.nlm.nih.gov/pubmed/23920514

Text Analytics for Surveillance (TAS): An Interactive Environment for Safety Literature Review.金沙官网手机网址

Christensson C, Gipson G, Thomas T, Weatherall J. Drug Information Journal 2012. 46; 115-123. https://journals.sagepub.com/doi/abs/10.1177/0092861511428890